AI/ML Engineer (m/w/d)
Core
Develop analysis and agent systems that derive reliable suggestions for data migration and transformation from incomplete and poorly documented data.
Role type
Senior IC AI/ML Engineer (Data Quality & Agent Systems)
Builds
Analysis systems, agent orchestration pipelines, and production-ready AI components for data migration/transformation.
Domain
Data Engineering, Machine Learning, Agent Systems
Deliverable
production ML models
Required skills
Python (production level), LLM integration (beyond prompting), Schema matching, Data profiling, Statistical pattern analysis, Embeddings, Zero/Few-shot learning, Evaluation without ground truth, Database modeling
Preferred skills
Agent frameworks, Entity resolution, Data migration/ETL, Synthetic/anonymized data handling, Industry/Medical/Finance domain knowledge
Technologies
Python, LLMs, Embeddings, Statistical methods, Heuristics
Responsibilities
Derive semantics from schema, metadata, and data content; Implement agent systems and orchestration; Model uncertainty to support human decision-making; Integrate models and analysis methods into production; Evaluate quality without complete ground truth.
Seniority
Mid-Senior, hands-on IC
